Research Activities - Thrust areas of research of the department.
|
Sl.No. |
Name of the Thrust Area |
|
1 |
Deep Learning |
|
2 |
Machine Learning |
|
3 |
Natural Language Processing |
|
4 |
Computer Vision |
Papers Published by faculty in Journals
| S.NO. |
Name of the Author(s) |
Name of the Journal |
Title of the paper |
Indexed in |
Vol. No and Page nos. |
ISBN/ ISSN |
Date |
|---|---|---|---|---|---|---|---|
|
|
Dr.G. Arun Sampaul Thomas, S. Sathish Kumar |
International Journal of Image and Graphics. |
Classification and Analysis of Pistachio Species Through Neural Embedding-Based Feature Extraction and Small-Scale Machine Learning Techniques |
Scopus |
Online ready |
Online ready |
March 2023 |
|
|
Dr. Amit Gupta |
IEEE Access, vol. 12, pp. 5373-5392, 2024, doi: 10.1109/ACCESS.2024.3350741. |
Multi Objective Prioritized Workflow Scheduling Using Deep Reinforcement Based Learning in Cloud Computing |
Scopus |
Online Ready |
Online Ready |
Jan 2024 |
Books/ Chapters published by the faculty members
|
Sl.No. |
Name(s) of the author(s) |
Title of the Book/ Chapter |
Book Type |
ISBN Number |
Publisher |
|
1 |
Dr.G. Arun Sampaul Thomas
|
Future of Medical Research with a Data-driven Federated Learning Approach |
Handbook on Federated Learning: Advances, Applications and Opportunities (1st ed.). CRC Press. https://doi.org/10.1201/9781003384854. |
Online ready |
CRC Press |
|
2 |
Dr.G. Arun Sampaul Thomas
|
Broad Framework of Digital Twins in Agricultural Domain |
Predictive Analytics in Smart Agriculture (1st ed.). CRC Press. https://doi.org/10.1201/9781003391302. |
Online ready |
CRC Press |
|
3 |
Dr.G. Arun Sampaul Thomas, S. Sathish Kumar, Mrs. Beulah
|
Predictive Analytics of Climate Change The Future of Global Warming Lies in Data Analytics |
Predictive Analytics in Smart Agriculture (1st ed.). CRC Press. https://doi.org/10.1201/9781003391302. |
Online ready |
CRC Press |
|
4 |
Dr.G. Arun Sampaul Thomas, S. Sathish Kumar
|
Green IoT use case approaches for blockchain technology taking industry 5.0 to the next level |
Elsevier Book Chapter- Green Blockchain Technology for Sustainable Smart Cities (Scopus indexed) |
978-0-323-95407-5 |
Elsevier |
Patents Filed/ Published/ Granted
|
Sl.No. |
Title of Patent |
Name of the Faculty |
Patent Details |
Status |
|
1 |
SELF-ADJUSTING MACHINE LEARNING PIPELINE FOR FINANCIAL FORECASTING |
Dr.G. Arun Sampaul Thomas, Mr. S. Satish Kumar, Mrs. Maria Shanthi, Mrs. Novera Habeeb, Mrs. Beulah
|
Application No.202341074353 A, Indian IPR, Dec 2023 |
Published |
|
2 |
Machine Learning Strategy for Performance Enhancement of Phase Change Material for A Smart Control |
Dr.G. Arun Sampaul Thomas
|
Application No. 202241067599, Indian IPR, Nov 2022 |
Published |